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A Multivariate Approach to Determine the Economic Profitability of Sugarcane Production Under Diverse Climatic Conditions in Brazil

机译:一种多元化方法,以确定巴西各种气候条件下甘蔗产量的经济盈利能力

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The prominent position of sugarcane as a source of renewable and sustainable energy resulted in the expansion of its production into regions under limiting climatic conditions, thus affecting patterns related to growth, ripening, and profitability. This study provides an assessment of the factors that compose the economic return of sugarcane production using a multivariate approach. Monthly data, including total recoverable sugars, price, productivity (for an average of five mechanized harvesting), and rainfall during seven harvest seasons (2011/2012-2017/2018), were used to perform the multivariate statistical analyses considering the climatic conditions of four regions in the state of Sao Paulo, southeastern Brazil (Aracatuba, Assis, Ribeirao Preto, and Piracicaba). The chosen techniques were hierarchical and non-hierarchical (k-means) cluster analysis and principal component analysis. The data indicated the existence of three groups of months that exhibited different performances: Groups I, II, and III with intermediate, high, and low gross economic returns, respectively. Although group organization presented regional variations, July, August, September, and eventually October (Group II) generally exhibited the best gross economic returns (R$5065.1 ha(-1)). December and November (Group III) exhibited the lowest economic returns (R$4731.5 ha(-1)), and April, May, and June (Group I) exhibited intermediate returns that were close to the annual average (R$4829.6 ha(-1)). Given the territorial extent of Brazil and the significant variations in environmental conditions, the adaptation of sugarcane cultivation and harvesting strategies to the characteristics of each producing region is fundamental for the rational and sustainable exploitation of the crop in the country.
机译:甘蔗作为可再生能源和可持续能源来源的突出位置导致其生产在限制气候条件下的产物中,从而影响了与生长,成熟和盈利能力有关的模式。本研究提供了使用多变量方法构成甘蔗生产经济回报的因素的评估。每月数据,包括总可回收的糖,价格,生产力(平均五个机械化收割),以及七个收获季节的降雨(2011年/ 2012-2017/2018),用于考虑到思考气候条件的多元统计分析圣巴西东南部(Aracatuba,Assis,Ribeirao Preto和Piracicaba)的四个地区。所选择的技术是分层和非分级(K-Means)的聚类分析和主成分分析。数据表明,存在三组月份,其表现出不同的表现:II,II和III群,分别具有中间,高,低的经济回报。虽然集团组织呈现区域变体,7月,8月,9月,最终10月(第II集团)一般展现出最佳的经济回报率(R $ 5065.1公顷(-1))。 12月和11月(第三组)展出了最低的经济回报(R $ 4731.5公顷(-1))和4月,5月和6月(第I集团)表现出接近年度平均水平的中间回报(R $ 4829.6公顷(-1 )))。鉴于巴西的领土范围和环境条件的显着变化,甘蔗种植和收获策略对每个生产区域的特征的适应是对该国作物的理性和可持续利用的基础。

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